Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 801 |
| Missing cells | 786 |
| Missing cells (%) | 7.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 387.4 KiB |
| Average record size in memory | 495.3 B |
Variable types
| NUM | 7 |
|---|---|
| CAT | 6 |
| BOOL | 1 |
id_ticket has a high cardinality: 635 distinct values | High cardinality |
id_usuario is highly correlated with unnamed:_0 and 1 other fields | High correlation |
unnamed:_0 is highly correlated with id_usuario and 1 other fields | High correlation |
Unnamed: 0 is highly correlated with unnamed:_0 and 1 other fields | High correlation |
edad has 160 (20.0%) missing values | Missing |
fila has 624 (77.9%) missing values | Missing |
id_ticket is uniformly distributed | Uniform |
unnamed:_0 has unique values | Unique |
id_usuario has unique values | Unique |
Unnamed: 0 has unique values | Unique |
nombre has unique values | Unique |
amigos has 557 (69.5%) zeros | Zeros |
parientes has 607 (75.8%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-09 03:35:31.171007 |
|---|---|
| Analysis finished | 2020-10-09 03:35:49.213065 |
| Duration | 18.04 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 448.701623 |
|---|---|
| Minimum | 0 |
| Maximum | 890 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 228 |
| median | 451 |
| Q3 | 672 |
| 95-th percentile | 846 |
| Maximum | 890 |
| Range | 890 |
| Interquartile range (IQR) | 444 |
Descriptive statistics
| Standard deviation | 257.1922765 |
|---|---|
| Coefficient of variation (CV) | 0.5731922136 |
| Kurtosis | -1.194007379 |
| Mean | 448.701623 |
| Median Absolute Deviation (MAD) | 222 |
| Skewness | -0.01927052489 |
| Sum | 359410 |
| Variance | 66147.86711 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 890 | 1 | 0.1% | |
| 297 | 1 | 0.1% | |
| 309 | 1 | 0.1% | |
| 308 | 1 | 0.1% | |
| 307 | 1 | 0.1% | |
| 304 | 1 | 0.1% | |
| 303 | 1 | 0.1% | |
| 302 | 1 | 0.1% | |
| 301 | 1 | 0.1% | |
| 300 | 1 | 0.1% | |
| 299 | 1 | 0.1% | |
| 298 | 1 | 0.1% | |
| 296 | 1 | 0.1% | |
| 450 | 1 | 0.1% | |
| 295 | 1 | 0.1% | |
| 294 | 1 | 0.1% | |
| 293 | 1 | 0.1% | |
| 292 | 1 | 0.1% | |
| 291 | 1 | 0.1% | |
| 290 | 1 | 0.1% | |
| 289 | 1 | 0.1% | |
| 288 | 1 | 0.1% | |
| 287 | 1 | 0.1% | |
| 286 | 1 | 0.1% | |
| 310 | 1 | 0.1% | |
| Other values (776) | 776 | 96.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 890 | 1 | 0.1% | |
| 889 | 1 | 0.1% | |
| 888 | 1 | 0.1% | |
| 887 | 1 | 0.1% | |
| 886 | 1 | 0.1% | |
| 885 | 1 | 0.1% | |
| 884 | 1 | 0.1% | |
| 883 | 1 | 0.1% | |
| 882 | 1 | 0.1% | |
| 881 | 1 | 0.1% |
| Distinct | 801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.701623 |
|---|---|
| Minimum | 1 |
| Maximum | 891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 229 |
| median | 452 |
| Q3 | 673 |
| 95-th percentile | 847 |
| Maximum | 891 |
| Range | 890 |
| Interquartile range (IQR) | 444 |
Descriptive statistics
| Standard deviation | 257.1922765 |
|---|---|
| Coefficient of variation (CV) | 0.571917608 |
| Kurtosis | -1.194007379 |
| Mean | 449.701623 |
| Median Absolute Deviation (MAD) | 222 |
| Skewness | -0.01927052489 |
| Sum | 360211 |
| Variance | 66147.86711 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 891 | 1 | 0.1% | |
| 298 | 1 | 0.1% | |
| 310 | 1 | 0.1% | |
| 309 | 1 | 0.1% | |
| 308 | 1 | 0.1% | |
| 305 | 1 | 0.1% | |
| 304 | 1 | 0.1% | |
| 303 | 1 | 0.1% | |
| 302 | 1 | 0.1% | |
| 301 | 1 | 0.1% | |
| 300 | 1 | 0.1% | |
| 299 | 1 | 0.1% | |
| 297 | 1 | 0.1% | |
| 451 | 1 | 0.1% | |
| 296 | 1 | 0.1% | |
| 295 | 1 | 0.1% | |
| 294 | 1 | 0.1% | |
| 293 | 1 | 0.1% | |
| 292 | 1 | 0.1% | |
| 291 | 1 | 0.1% | |
| 290 | 1 | 0.1% | |
| 289 | 1 | 0.1% | |
| 288 | 1 | 0.1% | |
| 287 | 1 | 0.1% | |
| 311 | 1 | 0.1% | |
| Other values (776) | 776 | 96.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 891 | 1 | 0.1% | |
| 890 | 1 | 0.1% | |
| 889 | 1 | 0.1% | |
| 888 | 1 | 0.1% | |
| 887 | 1 | 0.1% | |
| 886 | 1 | 0.1% | |
| 885 | 1 | 0.1% | |
| 884 | 1 | 0.1% | |
| 883 | 1 | 0.1% | |
| 882 | 1 | 0.1% |
volveria
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 494 | 61.7% | |
| 1 | 307 | 38.3% |
| Distinct | 801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 448.701623 |
|---|---|
| Minimum | 0 |
| Maximum | 890 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 228 |
| median | 451 |
| Q3 | 672 |
| 95-th percentile | 846 |
| Maximum | 890 |
| Range | 890 |
| Interquartile range (IQR) | 444 |
Descriptive statistics
| Standard deviation | 257.1922765 |
|---|---|
| Coefficient of variation (CV) | 0.5731922136 |
| Kurtosis | -1.194007379 |
| Mean | 448.701623 |
| Median Absolute Deviation (MAD) | 222 |
| Skewness | -0.01927052489 |
| Sum | 359410 |
| Variance | 66147.86711 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 890 | 1 | 0.1% | |
| 297 | 1 | 0.1% | |
| 309 | 1 | 0.1% | |
| 308 | 1 | 0.1% | |
| 307 | 1 | 0.1% | |
| 304 | 1 | 0.1% | |
| 303 | 1 | 0.1% | |
| 302 | 1 | 0.1% | |
| 301 | 1 | 0.1% | |
| 300 | 1 | 0.1% | |
| 299 | 1 | 0.1% | |
| 298 | 1 | 0.1% | |
| 296 | 1 | 0.1% | |
| 450 | 1 | 0.1% | |
| 295 | 1 | 0.1% | |
| 294 | 1 | 0.1% | |
| 293 | 1 | 0.1% | |
| 292 | 1 | 0.1% | |
| 291 | 1 | 0.1% | |
| 290 | 1 | 0.1% | |
| 289 | 1 | 0.1% | |
| 288 | 1 | 0.1% | |
| 287 | 1 | 0.1% | |
| 286 | 1 | 0.1% | |
| 310 | 1 | 0.1% | |
| Other values (776) | 776 | 96.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 890 | 1 | 0.1% | |
| 889 | 1 | 0.1% | |
| 888 | 1 | 0.1% | |
| 887 | 1 | 0.1% | |
| 886 | 1 | 0.1% | |
| 885 | 1 | 0.1% | |
| 884 | 1 | 0.1% | |
| 883 | 1 | 0.1% | |
| 882 | 1 | 0.1% | |
| 881 | 1 | 0.1% |
tipo_de_sala
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 KiB |
| 4d | |
|---|---|
| normal | |
| 3d |
| Value | Count | Frequency (%) | |
| 4d | 447 | 55.8% | |
| normal | 187 | 23.3% | |
| 3d | 167 | 20.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.933832709 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| d | 614 | 26.1% | |
| 4 | 447 | 19.0% | |
| n | 187 | 8.0% | |
| o | 187 | 8.0% | |
| r | 187 | 8.0% | |
| m | 187 | 8.0% | |
| a | 187 | 8.0% | |
| l | 187 | 8.0% | |
| 3 | 167 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 1736 | 73.9% | |
| Decimal Number | 614 | 26.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 447 | 72.8% | |
| 3 | 167 | 27.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| d | 614 | 35.4% | |
| n | 187 | 10.8% | |
| o | 187 | 10.8% | |
| r | 187 | 10.8% | |
| m | 187 | 10.8% | |
| a | 187 | 10.8% | |
| l | 187 | 10.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1736 | 73.9% | |
| Common | 614 | 26.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 447 | 72.8% | |
| 3 | 167 | 27.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| d | 614 | 35.4% | |
| n | 187 | 10.8% | |
| o | 187 | 10.8% | |
| r | 187 | 10.8% | |
| m | 187 | 10.8% | |
| a | 187 | 10.8% | |
| l | 187 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2350 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| d | 614 | 26.1% | |
| 4 | 447 | 19.0% | |
| n | 187 | 8.0% | |
| o | 187 | 8.0% | |
| r | 187 | 8.0% | |
| m | 187 | 8.0% | |
| a | 187 | 8.0% | |
| l | 187 | 8.0% | |
| 3 | 167 | 7.1% |
| Distinct | 801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 KiB |
| Señor Urbano Saturnino | 1 |
|---|---|
| Señor Rolando Miguel | 1 |
| Señor Americo Anibal | 1 |
| Señorita Catalina Elvira | 1 |
| Señor Pascual Salomon | 1 |
| Other values (796) |
| Value | Count | Frequency (%) | |
| Señor Urbano Saturnino | 1 | 0.1% | |
| Señor Rolando Miguel | 1 | 0.1% | |
| Señor Americo Anibal | 1 | 0.1% | |
| Señorita Catalina Elvira | 1 | 0.1% | |
| Señor Pascual Salomon | 1 | 0.1% | |
| Señor Eduardo Jacinto | 1 | 0.1% | |
| Señorita Olga del Tránsito | 1 | 0.1% | |
| Señora Irma Hipolita | 1 | 0.1% | |
| Señora Angela Erminia | 1 | 0.1% | |
| Señorita Elsa Prudencia | 1 | 0.1% | |
| Señor Fortunato Saul | 1 | 0.1% | |
| Señor Luciano Felix | 1 | 0.1% | |
| Señor Hipolito Pastor | 1 | 0.1% | |
| Señor Horacio Adan | 1 | 0.1% | |
| Señor Jorge Fermin Pablo | 1 | 0.1% | |
| Señor Osvaldo Ireneo | 1 | 0.1% | |
| Señorita Salvadora Concepcion | 1 | 0.1% | |
| Señor Pablo Olgo | 1 | 0.1% | |
| Señor Edmundo Godofredo | 1 | 0.1% | |
| Señor Pedro Felix | 1 | 0.1% | |
| Señor Antonio Oscar | 1 | 0.1% | |
| Señor Héctor Livio Eduardo | 1 | 0.1% | |
| Señorita Juana Matilde | 1 | 0.1% | |
| Señor Juan | 1 | 0.1% | |
| Señor Hipolito Isidoro | 1 | 0.1% | |
| Other values (776) | 776 | 96.9% |
Frequencies of value counts
Unique
| Unique | 801 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 34 |
|---|---|
| Median length | 21 |
| Mean length | 21.22097378 |
| Min length | 9 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 1953 | 11.5% | |
| 1676 | 9.9% | ||
| e | 1665 | 9.8% | |
| r | 1520 | 8.9% | |
| a | 1520 | 8.9% | |
| i | 1190 | 7.0% | |
| S | 882 | 5.2% | |
| ñ | 801 | 4.7% | |
| n | 765 | 4.5% | |
| l | 705 | 4.1% | |
| t | 549 | 3.2% | |
| s | 395 | 2.3% | |
| d | 392 | 2.3% | |
| u | 315 | 1.9% | |
| c | 255 | 1.5% | |
| A | 230 | 1.4% | |
| m | 222 | 1.3% | |
| E | 166 | 1.0% | |
| g | 161 | 0.9% | |
| b | 126 | 0.7% | |
| R | 124 | 0.7% | |
| J | 114 | 0.7% | |
| M | 113 | 0.7% | |
| C | 106 | 0.6% | |
| v | 89 | 0.5% | |
| Other values (33) | 964 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 12857 | 75.6% | |
| Uppercase Letter | 2465 | 14.5% | |
| Space Separator | 1676 | 9.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 882 | 35.8% | |
| A | 230 | 9.3% | |
| E | 166 | 6.7% | |
| R | 124 | 5.0% | |
| J | 114 | 4.6% | |
| M | 113 | 4.6% | |
| C | 106 | 4.3% | |
| H | 84 | 3.4% | |
| F | 81 | 3.3% | |
| L | 81 | 3.3% | |
| D | 71 | 2.9% | |
| O | 65 | 2.6% | |
| P | 63 | 2.6% | |
| N | 59 | 2.4% | |
| G | 51 | 2.1% | |
| B | 48 | 1.9% | |
| V | 44 | 1.8% | |
| I | 43 | 1.7% | |
| T | 24 | 1.0% | |
| W | 7 | 0.3% | |
| Y | 3 | 0.1% | |
| U | 3 | 0.1% | |
| Z | 1 | < 0.1% | |
| K | 1 | < 0.1% | |
| Ú | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 1953 | 15.2% | |
| e | 1665 | 13.0% | |
| r | 1520 | 11.8% | |
| a | 1520 | 11.8% | |
| i | 1190 | 9.3% | |
| ñ | 801 | 6.2% | |
| n | 765 | 6.0% | |
| l | 705 | 5.5% | |
| t | 549 | 4.3% | |
| s | 395 | 3.1% | |
| d | 392 | 3.0% | |
| u | 315 | 2.5% | |
| c | 255 | 2.0% | |
| m | 222 | 1.7% | |
| g | 161 | 1.3% | |
| b | 126 | 1.0% | |
| v | 89 | 0.7% | |
| f | 70 | 0.5% | |
| p | 35 | 0.3% | |
| q | 24 | 0.2% | |
| é | 20 | 0.2% | |
| y | 18 | 0.1% | |
| z | 17 | 0.1% | |
| x | 12 | 0.1% | |
| h | 10 | 0.1% | |
| Other values (7) | 28 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1676 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 15322 | 90.1% | |
| Common | 1676 | 9.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 1953 | 12.7% | |
| e | 1665 | 10.9% | |
| r | 1520 | 9.9% | |
| a | 1520 | 9.9% | |
| i | 1190 | 7.8% | |
| S | 882 | 5.8% | |
| ñ | 801 | 5.2% | |
| n | 765 | 5.0% | |
| l | 705 | 4.6% | |
| t | 549 | 3.6% | |
| s | 395 | 2.6% | |
| d | 392 | 2.6% | |
| u | 315 | 2.1% | |
| c | 255 | 1.7% | |
| A | 230 | 1.5% | |
| m | 222 | 1.4% | |
| E | 166 | 1.1% | |
| g | 161 | 1.1% | |
| b | 126 | 0.8% | |
| R | 124 | 0.8% | |
| J | 114 | 0.7% | |
| M | 113 | 0.7% | |
| C | 106 | 0.7% | |
| v | 89 | 0.6% | |
| H | 84 | 0.5% | |
| Other values (32) | 880 | 5.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1676 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16156 | 95.0% | |
| None | 842 | 5.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 1953 | 12.1% | |
| 1676 | 10.4% | ||
| e | 1665 | 10.3% | |
| r | 1520 | 9.4% | |
| a | 1520 | 9.4% | |
| i | 1190 | 7.4% | |
| S | 882 | 5.5% | |
| n | 765 | 4.7% | |
| l | 705 | 4.4% | |
| t | 549 | 3.4% | |
| s | 395 | 2.4% | |
| d | 392 | 2.4% | |
| u | 315 | 1.9% | |
| c | 255 | 1.6% | |
| A | 230 | 1.4% | |
| m | 222 | 1.4% | |
| E | 166 | 1.0% | |
| g | 161 | 1.0% | |
| b | 126 | 0.8% | |
| R | 124 | 0.8% | |
| J | 114 | 0.7% | |
| M | 113 | 0.7% | |
| C | 106 | 0.7% | |
| v | 89 | 0.6% | |
| H | 84 | 0.5% | |
| Other values (25) | 839 | 5.2% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| ñ | 801 | 95.1% | |
| é | 20 | 2.4% | |
| á | 7 | 0.8% | |
| ú | 5 | 0.6% | |
| í | 3 | 0.4% | |
| ó | 3 | 0.4% | |
| è | 2 | 0.2% | |
| Ú | 1 | 0.1% |
genero
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 KiB |
| hombre | |
|---|---|
| mujer |
| Value | Count | Frequency (%) | |
| hombre | 513 | 64.0% | |
| mujer | 288 | 36.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.640449438 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| m | 801 | 17.7% | |
| r | 801 | 17.7% | |
| e | 801 | 17.7% | |
| h | 513 | 11.4% | |
| o | 513 | 11.4% | |
| b | 513 | 11.4% | |
| u | 288 | 6.4% | |
| j | 288 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 4518 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| m | 801 | 17.7% | |
| r | 801 | 17.7% | |
| e | 801 | 17.7% | |
| h | 513 | 11.4% | |
| o | 513 | 11.4% | |
| b | 513 | 11.4% | |
| u | 288 | 6.4% | |
| j | 288 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 4518 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| m | 801 | 17.7% | |
| r | 801 | 17.7% | |
| e | 801 | 17.7% | |
| h | 513 | 11.4% | |
| o | 513 | 11.4% | |
| b | 513 | 11.4% | |
| u | 288 | 6.4% | |
| j | 288 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4518 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| m | 801 | 17.7% | |
| r | 801 | 17.7% | |
| e | 801 | 17.7% | |
| h | 513 | 11.4% | |
| o | 513 | 11.4% | |
| b | 513 | 11.4% | |
| u | 288 | 6.4% | |
| j | 288 | 6.4% |
| Distinct | 84 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 160 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.68837754 |
|---|---|
| Minimum | 3.42 |
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 3.42 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 23 |
| median | 31 |
| Q3 | 41 |
| 95-th percentile | 59 |
| Maximum | 83 |
| Range | 79.58 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.38067179 |
|---|---|
| Coefficient of variation (CV) | 0.4399322595 |
| Kurtosis | 0.2502257231 |
| Mean | 32.68837754 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.4151102474 |
| Sum | 20953.25 |
| Variance | 206.8037211 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 27 | 28 | 3.5% | |
| 25 | 25 | 3.1% | |
| 22 | 25 | 3.1% | |
| 31 | 23 | 2.9% | |
| 21 | 23 | 2.9% | |
| 33 | 22 | 2.7% | |
| 24 | 21 | 2.6% | |
| 28 | 21 | 2.6% | |
| 39 | 20 | 2.5% | |
| 19 | 17 | 2.1% | |
| 32 | 17 | 2.1% | |
| 38 | 17 | 2.1% | |
| 30 | 16 | 2.0% | |
| 29 | 16 | 2.0% | |
| 34 | 16 | 2.0% | |
| 23 | 15 | 1.9% | |
| 36 | 15 | 1.9% | |
| 35 | 15 | 1.9% | |
| 37 | 14 | 1.7% | |
| 43 | 12 | 1.5% | |
| 45 | 12 | 1.5% | |
| 26 | 12 | 1.5% | |
| 20 | 12 | 1.5% | |
| 42 | 12 | 1.5% | |
| 48 | 10 | 1.2% | |
| Other values (59) | 205 | 25.6% | |
| (Missing) | 160 | 20.0% |
| Value | Count | Frequency (%) | |
| 3.42 | 1 | 0.1% | |
| 3.67 | 1 | 0.1% | |
| 3.75 | 2 | 0.2% | |
| 3.83 | 2 | 0.2% | |
| 4 | 7 | 0.9% | |
| 5 | 8 | 1.0% | |
| 6 | 5 | 0.6% | |
| 7 | 7 | 0.9% | |
| 8 | 3 | 0.4% | |
| 9 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 83 | 1 | 0.1% | |
| 77 | 1 | 0.1% | |
| 74 | 2 | 0.2% | |
| 73.5 | 1 | 0.1% | |
| 73 | 2 | 0.2% | |
| 69 | 1 | 0.1% | |
| 68 | 2 | 0.2% | |
| 67 | 2 | 0.2% | |
| 66 | 1 | 0.1% | |
| 65 | 3 | 0.4% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5043695381 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 557 |
| Zeros (%) | 69.5% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.089859341 |
|---|---|
| Coefficient of variation (CV) | 2.160834981 |
| Kurtosis | 18.35651372 |
| Mean | 0.5043695381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.749547323 |
| Sum | 404 |
| Variance | 1.187793383 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 557 | 69.5% | |
| 1 | 179 | 22.3% | |
| 2 | 25 | 3.1% | |
| 4 | 15 | 1.9% | |
| 3 | 14 | 1.7% | |
| 8 | 6 | 0.7% | |
| 5 | 5 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 557 | 69.5% | |
| 1 | 179 | 22.3% | |
| 2 | 25 | 3.1% | |
| 3 | 14 | 1.7% | |
| 4 | 15 | 1.9% | |
| 5 | 5 | 0.6% | |
| 8 | 6 | 0.7% |
| Value | Count | Frequency (%) | |
| 8 | 6 | 0.7% | |
| 5 | 5 | 0.6% | |
| 4 | 15 | 1.9% | |
| 3 | 14 | 1.7% | |
| 2 | 25 | 3.1% | |
| 1 | 179 | 22.3% | |
| 0 | 557 | 69.5% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3832709114 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 607 |
| Zeros (%) | 75.8% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8041578127 |
|---|---|
| Coefficient of variation (CV) | 2.098144651 |
| Kurtosis | 9.753623974 |
| Mean | 0.3832709114 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.740037972 |
| Sum | 307 |
| Variance | 0.6466697878 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 607 | 75.8% | |
| 1 | 110 | 13.7% | |
| 2 | 70 | 8.7% | |
| 3 | 5 | 0.6% | |
| 5 | 4 | 0.5% | |
| 4 | 4 | 0.5% | |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 607 | 75.8% | |
| 1 | 110 | 13.7% | |
| 2 | 70 | 8.7% | |
| 3 | 5 | 0.6% | |
| 4 | 4 | 0.5% | |
| 5 | 4 | 0.5% | |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 5 | 4 | 0.5% | |
| 4 | 4 | 0.5% | |
| 3 | 5 | 0.6% | |
| 2 | 70 | 8.7% | |
| 1 | 110 | 13.7% | |
| 0 | 607 | 75.8% |
| Distinct | 635 |
|---|---|
| Distinct (%) | 79.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.5 KiB |
| 3823 | 7 |
|---|---|
| EC"4366 | 6 |
| EC0"4565 | 6 |
| 53234;7 | 6 |
| 5692:: | 6 |
| Other values (630) |
| Value | Count | Frequency (%) | |
| 3823 | 7 | 0.9% | |
| EC"4366 | 6 | 0.7% | |
| EC0"4565 | 6 | 0.7% | |
| 53234;7 | 6 | 0.7% | |
| 5692:: | 6 | 0.7% | |
| 5692:4 | 5 | 0.6% | |
| Y01E0"882: | 4 | 0.5% | |
| U0Q0E0"36:9; | 4 | 0.5% | |
| 5:4874 | 4 | 0.5% | |
| 335982 | 4 | 0.5% | |
| 6355 | 4 | 0.5% | |
| 3;;72 | 4 | 0.5% | |
| 4888 | 4 | 0.5% | |
| NKPG | 4 | 0.5% | |
| 56;;2; | 3 | 0.4% | |
| 3359:3 | 3 | 0.4% | |
| RE"39979 | 3 | 0.4% | |
| 46382 | 3 | 0.4% | |
| 39643 | 3 | 0.4% | |
| E0C0"56873 | 3 | 0.4% | |
| RE"39982 | 3 | 0.4% | |
| 569964 | 3 | 0.4% | |
| H0E0E0"3574; | 3 | 0.4% | |
| 4;328 | 3 | 0.4% | |
| RE"39794 | 3 | 0.4% | |
| Other values (610) | 700 | 87.4% |
Frequencies of value counts
Unique
| Unique | 529 ? |
|---|---|
| Unique (%) | 66.0% |
Histogram of lengths of the category
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 6.732833958 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 5 | 675 | 12.5% | |
| 3 | 607 | 11.3% | |
| 4 | 539 | 10.0% | |
| 9 | 430 | 8.0% | |
| 6 | 419 | 7.8% | |
| 8 | 383 | 7.1% | |
| 2 | 364 | 6.7% | |
| 7 | 359 | 6.7% | |
| ; | 296 | 5.5% | |
| : | 250 | 4.6% | |
| " | 211 | 3.9% | |
| 0 | 177 | 3.3% | |
| E | 135 | 2.5% | |
| 1 | 87 | 1.6% | |
| Q | 86 | 1.6% | |
| R | 85 | 1.6% | |
| C | 73 | 1.4% | |
| U | 64 | 1.2% | |
| P | 35 | 0.6% | |
| V | 31 | 0.6% | |
| Y | 16 | 0.3% | |
| S | 13 | 0.2% | |
| K | 10 | 0.2% | |
| G | 7 | 0.1% | |
| H | 7 | 0.1% | |
| Other values (10) | 34 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 4040 | 74.9% | |
| Other Punctuation | 757 | 14.0% | |
| Uppercase Letter | 575 | 10.7% | |
| Lowercase Letter | 21 | 0.4% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 5 | 675 | 16.7% | |
| 3 | 607 | 15.0% | |
| 4 | 539 | 13.3% | |
| 9 | 430 | 10.6% | |
| 6 | 419 | 10.4% | |
| 8 | 383 | 9.5% | |
| 2 | 364 | 9.0% | |
| 7 | 359 | 8.9% | |
| 0 | 177 | 4.4% | |
| 1 | 87 | 2.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ; | 296 | 39.1% | |
| : | 250 | 33.0% | |
| " | 211 | 27.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 135 | 23.5% | |
| Q | 86 | 15.0% | |
| R | 85 | 14.8% | |
| C | 73 | 12.7% | |
| U | 64 | 11.1% | |
| P | 35 | 6.1% | |
| V | 31 | 5.4% | |
| Y | 16 | 2.8% | |
| S | 13 | 2.3% | |
| K | 10 | 1.7% | |
| G | 7 | 1.2% | |
| H | 7 | 1.2% | |
| T | 6 | 1.0% | |
| N | 4 | 0.7% | |
| J | 2 | 0.3% | |
| D | 1 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| c | 6 | 28.6% | |
| u | 5 | 23.8% | |
| t | 4 | 19.0% | |
| k | 4 | 19.0% | |
| n | 1 | 4.8% | |
| g | 1 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 4797 | 88.9% | |
| Latin | 596 | 11.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 5 | 675 | 14.1% | |
| 3 | 607 | 12.7% | |
| 4 | 539 | 11.2% | |
| 9 | 430 | 9.0% | |
| 6 | 419 | 8.7% | |
| 8 | 383 | 8.0% | |
| 2 | 364 | 7.6% | |
| 7 | 359 | 7.5% | |
| ; | 296 | 6.2% | |
| : | 250 | 5.2% | |
| " | 211 | 4.4% | |
| 0 | 177 | 3.7% | |
| 1 | 87 | 1.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| E | 135 | 22.7% | |
| Q | 86 | 14.4% | |
| R | 85 | 14.3% | |
| C | 73 | 12.2% | |
| U | 64 | 10.7% | |
| P | 35 | 5.9% | |
| V | 31 | 5.2% | |
| Y | 16 | 2.7% | |
| S | 13 | 2.2% | |
| K | 10 | 1.7% | |
| G | 7 | 1.2% | |
| H | 7 | 1.2% | |
| c | 6 | 1.0% | |
| T | 6 | 1.0% | |
| u | 5 | 0.8% | |
| t | 4 | 0.7% | |
| k | 4 | 0.7% | |
| N | 4 | 0.7% | |
| J | 2 | 0.3% | |
| D | 1 | 0.2% | |
| n | 1 | 0.2% | |
| g | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 5393 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 5 | 675 | 12.5% | |
| 3 | 607 | 11.3% | |
| 4 | 539 | 10.0% | |
| 9 | 430 | 8.0% | |
| 6 | 419 | 7.8% | |
| 8 | 383 | 7.1% | |
| 2 | 364 | 6.7% | |
| 7 | 359 | 6.7% | |
| ; | 296 | 5.5% | |
| : | 250 | 4.6% | |
| " | 211 | 3.9% | |
| 0 | 177 | 3.3% | |
| E | 135 | 2.5% | |
| 1 | 87 | 1.6% | |
| Q | 86 | 1.6% | |
| R | 85 | 1.6% | |
| C | 73 | 1.4% | |
| U | 64 | 1.2% | |
| P | 35 | 0.6% | |
| V | 31 | 0.6% | |
| Y | 16 | 0.3% | |
| S | 13 | 0.2% | |
| K | 10 | 0.2% | |
| G | 7 | 0.1% | |
| H | 7 | 0.1% | |
| Other values (10) | 34 | 0.6% |
precio_ticket
Real number (ℝ≥0)
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.453183521 |
|---|---|
| Minimum | 1 |
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.629591556 |
|---|---|
| Coefficient of variation (CV) | 1.340673477 |
| Kurtosis | 31.3220353 |
| Mean | 3.453183521 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.592786914 |
| Sum | 2766 |
| Variance | 21.43311798 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 1 | 313 | 39.1% | |
| 2 | 165 | 20.6% | |
| 3 | 128 | 16.0% | |
| 4 | 44 | 5.5% | |
| 6 | 34 | 4.2% | |
| 8 | 25 | 3.1% | |
| 7 | 16 | 2.0% | |
| 5 | 15 | 1.9% | |
| 9 | 14 | 1.7% | |
| 15 | 7 | 0.9% | |
| 12 | 7 | 0.9% | |
| 11 | 7 | 0.9% | |
| 14 | 6 | 0.7% | |
| 26 | 6 | 0.7% | |
| 21 | 4 | 0.5% | |
| 23 | 3 | 0.4% | |
| 50 | 2 | 0.2% | |
| 25 | 2 | 0.2% | |
| 10 | 2 | 0.2% | |
| 17 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 313 | 39.1% | |
| 2 | 165 | 20.6% | |
| 3 | 128 | 16.0% | |
| 4 | 44 | 5.5% | |
| 5 | 15 | 1.9% | |
| 6 | 34 | 4.2% | |
| 7 | 16 | 2.0% | |
| 8 | 25 | 3.1% | |
| 9 | 14 | 1.7% | |
| 10 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 50 | 2 | 0.2% | |
| 26 | 6 | 0.7% | |
| 25 | 2 | 0.2% | |
| 23 | 3 | 0.4% | |
| 21 | 4 | 0.5% | |
| 17 | 1 | 0.1% | |
| 15 | 7 | 0.9% | |
| 14 | 6 | 0.7% | |
| 12 | 7 | 0.9% | |
| 11 | 7 | 0.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 624 |
| Missing (%) | 77.9% |
| Memory size | 12.5 KiB |
| adelante | |
|---|---|
| medio | 13 |
| Value | Count | Frequency (%) | |
| adelante | 164 | 20.5% | |
| medio | 13 | 1.6% | |
| (Missing) | 624 | 77.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.056179775 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 1412 | 43.5% | |
| a | 952 | 29.3% | |
| e | 341 | 10.5% | |
| d | 177 | 5.4% | |
| l | 164 | 5.0% | |
| t | 164 | 5.0% | |
| m | 13 | 0.4% | |
| i | 13 | 0.4% | |
| o | 13 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 3249 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 1412 | 43.5% | |
| a | 952 | 29.3% | |
| e | 341 | 10.5% | |
| d | 177 | 5.4% | |
| l | 164 | 5.0% | |
| t | 164 | 5.0% | |
| m | 13 | 0.4% | |
| i | 13 | 0.4% | |
| o | 13 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 3249 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 1412 | 43.5% | |
| a | 952 | 29.3% | |
| e | 341 | 10.5% | |
| d | 177 | 5.4% | |
| l | 164 | 5.0% | |
| t | 164 | 5.0% | |
| m | 13 | 0.4% | |
| i | 13 | 0.4% | |
| o | 13 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3249 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 1412 | 43.5% | |
| a | 952 | 29.3% | |
| e | 341 | 10.5% | |
| d | 177 | 5.4% | |
| l | 164 | 5.0% | |
| t | 164 | 5.0% | |
| m | 13 | 0.4% | |
| i | 13 | 0.4% | |
| o | 13 | 0.4% |
nombre_sede
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 12.5 KiB |
| fiumark_palermo | |
|---|---|
| fiumark_chacarita | |
| fiumark_quilmes |
| Value | Count | Frequency (%) | |
| fiumark_palermo | 579 | 72.3% | |
| fiumark_chacarita | 149 | 18.6% | |
| fiumark_quilmes | 71 | 8.9% | |
| (Missing) | 2 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 15.34207241 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 1827 | 14.9% | |
| r | 1527 | 12.4% | |
| m | 1449 | 11.8% | |
| i | 1019 | 8.3% | |
| u | 870 | 7.1% | |
| f | 799 | 6.5% | |
| k | 799 | 6.5% | |
| _ | 799 | 6.5% | |
| l | 650 | 5.3% | |
| e | 650 | 5.3% | |
| p | 579 | 4.7% | |
| o | 579 | 4.7% | |
| c | 298 | 2.4% | |
| h | 149 | 1.2% | |
| t | 149 | 1.2% | |
| q | 71 | 0.6% | |
| s | 71 | 0.6% | |
| n | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 11490 | 93.5% | |
| Connector Punctuation | 799 | 6.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 1827 | 15.9% | |
| r | 1527 | 13.3% | |
| m | 1449 | 12.6% | |
| i | 1019 | 8.9% | |
| u | 870 | 7.6% | |
| f | 799 | 7.0% | |
| k | 799 | 7.0% | |
| l | 650 | 5.7% | |
| e | 650 | 5.7% | |
| p | 579 | 5.0% | |
| o | 579 | 5.0% | |
| c | 298 | 2.6% | |
| h | 149 | 1.3% | |
| t | 149 | 1.3% | |
| q | 71 | 0.6% | |
| s | 71 | 0.6% | |
| n | 4 | < 0.1% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 799 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 11490 | 93.5% | |
| Common | 799 | 6.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 1827 | 15.9% | |
| r | 1527 | 13.3% | |
| m | 1449 | 12.6% | |
| i | 1019 | 8.9% | |
| u | 870 | 7.6% | |
| f | 799 | 7.0% | |
| k | 799 | 7.0% | |
| l | 650 | 5.7% | |
| e | 650 | 5.7% | |
| p | 579 | 5.0% | |
| o | 579 | 5.0% | |
| c | 298 | 2.6% | |
| h | 149 | 1.3% | |
| t | 149 | 1.3% | |
| q | 71 | 0.6% | |
| s | 71 | 0.6% | |
| n | 4 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 799 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 12289 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 1827 | 14.9% | |
| r | 1527 | 12.4% | |
| m | 1449 | 11.8% | |
| i | 1019 | 8.3% | |
| u | 870 | 7.1% | |
| f | 799 | 6.5% | |
| k | 799 | 6.5% | |
| _ | 799 | 6.5% | |
| l | 650 | 5.3% | |
| e | 650 | 5.3% | |
| p | 579 | 4.7% | |
| o | 579 | 4.7% | |
| c | 298 | 2.4% | |
| h | 149 | 1.2% | |
| t | 149 | 1.2% | |
| q | 71 | 0.6% | |
| s | 71 | 0.6% | |
| n | 4 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| unnamed:_0 | id_usuario | volveria | Unnamed: 0 | tipo_de_sala | nombre | genero | edad | amigos | parientes | id_ticket | precio_ticket | fila | nombre_sede | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 116 | 117 | 0 | 116 | 4d | Señor Camilo Pedro | hombre | 73.5 | 0 | 0 | 59258; | 1 | NaN | fiumark_quilmes |
| 1 | 657 | 658 | 0 | 657 | 4d | Señora Raquel Angelica | mujer | 35.0 | 1 | 1 | 586:6; | 2 | NaN | fiumark_quilmes |
| 2 | 793 | 794 | 0 | 793 | normal | Señor Antonio Federico | hombre | NaN | 0 | 0 | RE"39822 | 3 | NaN | fiumark_chacarita |
| 3 | 454 | 455 | 0 | 454 | 4d | Señor Osvaldo Aureliano | hombre | NaN | 0 | 0 | C17"4:39 | 1 | NaN | fiumark_palermo |
| 4 | 172 | 173 | 1 | 172 | 4d | Señorita Rita Eudosia | mujer | 4.0 | 1 | 1 | 569964 | 2 | NaN | fiumark_palermo |
| 5 | 351 | 352 | 0 | 351 | normal | Señor Raimundo Longino | hombre | NaN | 0 | 0 | 335732 | 4 | adelante | fiumark_palermo |
| 6 | 176 | 177 | 0 | 176 | 4d | Señor Celestino Wenceslao | hombre | NaN | 3 | 1 | 6355 | 3 | NaN | fiumark_palermo |
| 7 | 90 | 91 | 0 | 90 | 4d | Señor Carlos Gregorio | hombre | 32.0 | 0 | 0 | 565498 | 1 | NaN | fiumark_palermo |
| 8 | 224 | 225 | 1 | 224 | normal | Señor Carlos Roberto Francisco | hombre | 41.0 | 1 | 0 | 3;;65 | 9 | adelante | fiumark_palermo |
| 9 | 879 | 880 | 1 | 879 | normal | Señora Lidia Barbarita | mujer | 59.0 | 0 | 1 | 33989 | 9 | adelante | fiumark_chacarita |
Last rows
| unnamed:_0 | id_usuario | volveria | Unnamed: 0 | tipo_de_sala | nombre | genero | edad | amigos | parientes | id_ticket | precio_ticket | fila | nombre_sede | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 791 | 811 | 812 | 0 | 811 | 4d | Señor Raúl Eduardo | hombre | 42.0 | 0 | 0 | C16"6::93 | 3 | NaN | fiumark_palermo |
| 792 | 590 | 591 | 0 | 590 | 4d | Señor Juan Mateo Fernando | hombre | 38.0 | 0 | 0 | UVQP1Q"40"5323495 | 1 | NaN | fiumark_palermo |
| 793 | 547 | 548 | 1 | 547 | 3d | Señor Francisco Aniceto | hombre | NaN | 0 | 0 | UE1RCTKU"4368 | 2 | NaN | fiumark_chacarita |
| 794 | 48 | 49 | 0 | 48 | 4d | Señor Armando Nelson | hombre | NaN | 2 | 0 | 4884 | 3 | NaN | fiumark_chacarita |
| 795 | 672 | 673 | 0 | 672 | 3d | Señor Lucio Fernando | hombre | 73.0 | 0 | 0 | E0C0"467:2 | 2 | NaN | fiumark_palermo |
| 796 | 447 | 448 | 1 | 447 | normal | Señor Bernardo Melesio | hombre | 37.0 | 0 | 0 | 3359;6 | 3 | NaN | fiumark_palermo |
| 797 | 635 | 636 | 1 | 635 | 3d | Señorita Lidia Catalina | mujer | 31.0 | 0 | 0 | 45988: | 2 | NaN | fiumark_palermo |
| 798 | 847 | 848 | 0 | 847 | 4d | Señor Arturo Antenor | hombre | 38.0 | 0 | 0 | 56;435 | 1 | NaN | fiumark_chacarita |
| 799 | 303 | 304 | 1 | 303 | 3d | Señorita Natividad Sofia | mujer | NaN | 0 | 0 | 4487;5 | 2 | adelante | fiumark_quilmes |
| 800 | 384 | 385 | 0 | 384 | 4d | Señor Isidoro Sebastian | hombre | NaN | 0 | 0 | 56;449 | 1 | NaN | fiumark_palermo |